The proposed study seeks to test the hypothesis that SMARTer is non-inferior to DPP in its effect on 6-month weight loss. During the 24-week active intervention phase, participants will be randomized to one of three first-line treatments: 1) the adaptive SMARTer intervention, 2) fixed DPP, or 3) usual care assessment-only (control). Participants will be assessed at 3-month, 6-month, 9-month, and 12-month timepoints to evaluate overall weight loss, and to explore whether SMARTer is cost-effective compared to DPP or standard care.